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Os06g0708200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Hypothetical protein.
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log2(Expression) ~ Norm(μ, σ2)
μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8
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Dependence on each variable
Residual plot
Process of the parameter reduction
(fixed parameters. wheather = temperature,
response mode = > th, dose dependency = dose dependent, type of G = no)
deviance | σ | α | β1 | β2 | β3 | β4 | β5 | γ1 | peak time of C | threshold | memory length | peak or start time of G | open length of G |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
212.81 | 0.685 | 5.97 | -2.73 | 1.03 | -0.537 | -0.00408 | 10.2 | -0.492 | 23.3 | 32.8 | 1040 | -- | -- |
216.38 | 0.685 | 6.12 | -4.12 | 1.09 | 0.595 | 0.228 | -- | -0.446 | 23.4 | 33.05 | 1042 | -- | -- |
212.81 | 0.679 | 5.97 | -2.73 | 1.02 | -0.534 | -- | 10.2 | -0.492 | 23.3 | 32.8 | 1032 | -- | -- |
215.77 | 0.684 | 6.13 | -4.18 | 1.04 | 0.622 | -- | -- | -0.493 | 23.3 | 32.79 | 1050 | -- | -- |
276.37 | 0.774 | 5.93 | -2.7 | -- | -0.389 | -- | 10.8 | -0.451 | -- | 32.7 | 990 | -- | -- |
232.89 | 0.715 | 6.16 | -4.03 | 1.12 | -- | 0.196 | -- | -0.593 | 23.5 | -- | -- | -- | -- |
233.05 | 0.715 | 6.16 | -4.04 | 1.12 | -- | -- | -- | -0.594 | 23.5 | -- | -- | -- | -- |
264.92 | 0.758 | 6.17 | -4.34 | -- | 1.29 | -- | -- | -0.741 | -- | 24.6 | 944 | -- | -- |
655.94 | 1.2 | 6.06 | -- | 1.04 | -1.46 | -- | -- | -0.165 | 23 | 32.79 | 1050 | -- | -- |
311.2 | 0.824 | 6.13 | -4.01 | -- | -- | -- | -- | -0.582 | -- | -- | -- | -- | -- |
663.52 | 1.2 | 6.06 | -- | 1.07 | -- | -- | -- | -0.144 | 23.2 | -- | -- | -- | -- |
482.47 | 1.02 | 5.86 | -- | -- | -2.56 | -- | -- | 0.629 | -- | -7.668 | 47520 | -- | -- |
735.69 | 1.27 | 6.03 | -- | -- | -- | -- | -- | -0.137 | -- | -- | -- | -- | -- |
Results of the grid search
Summarized heatmap of deviance![]() |
Histogram![]() ![]() |
Local optima within top1000 grid-points
rank | deviance | wheather | threshold | memory length | response mode | dose dependency | type of G | peak or start time of G | open length of G |
---|---|---|---|---|---|---|---|---|---|
1 | 199.11 | atmosphere | 1015 | 720 | < th | dose dependent | rect. | 17 | 2 |
3 | 203.87 | atmosphere | 1015 | 90 | < th | dose dependent | rect. | 17 | 12 |
6 | 205.29 | atmosphere | 1005 | 720 | < th | dose independent | rect. | 17 | 1 |
9 | 205.43 | temperature | 15 | 720 | > th | dose dependent | rect. | 17 | 2 |
16 | 206.68 | temperature | 25 | 720 | > th | dose dependent | rect. | 17 | 6 |
22 | 207.20 | humidity | 80 | 720 | > th | dose independent | rect. | 20 | 2 |
32 | 207.71 | temperature | 15 | 720 | > th | dose dependent | rect. | 16 | 6 |
36 | 207.92 | humidity | 80 | 720 | < th | dose dependent | rect. | 20 | 1 |
39 | 208.01 | temperature | 30 | 720 | > th | dose independent | rect. | 17 | 2 |
61 | 208.32 | humidity | 70 | 720 | > th | dose independent | rect. | 18 | 13 |
75 | 208.60 | humidity | 70 | 720 | > th | dose independent | rect. | 19 | 8 |
76 | 208.61 | humidity | 80 | 720 | < th | dose dependent | rect. | 18 | 4 |
112 | 209.37 | humidity | 70 | 720 | < th | dose independent | rect. | 18 | 1 |
117 | 209.42 | humidity | 80 | 720 | < th | dose independent | rect. | 20 | 1 |
118 | 209.47 | temperature | 15 | 720 | > th | dose dependent | rect. | 14 | 6 |
137 | 209.80 | temperature | 15 | 720 | > th | dose dependent | rect. | 14 | 8 |
160 | 210.40 | temperature | 30 | 720 | < th | dose independent | rect. | 17 | 14 |
193 | 210.72 | temperature | 25 | 720 | > th | dose dependent | rect. | 20 | 1 |
199 | 210.79 | humidity | 80 | 720 | < th | dose dependent | rect. | 18 | 13 |
238 | 211.31 | temperature | 30 | 720 | < th | dose dependent | rect. | 13 | 10 |
259 | 211.38 | humidity | 60 | 720 | > th | dose dependent | rect. | 19 | 4 |
267 | 211.49 | temperature | 30 | 720 | < th | dose dependent | rect. | 19 | 2 |
282 | 211.51 | atmosphere | 1015 | 10 | < th | dose dependent | rect. | 18 | 12 |
295 | 211.64 | temperature | 30 | 720 | < th | dose independent | rect. | 17 | 8 |
308 | 211.72 | wind | 7 | 43200 | > th | dose independent | rect. | 8 | 1 |
332 | 211.91 | wind | 7 | 43200 | < th | dose independent | rect. | 8 | 1 |
338 | 211.95 | temperature | 30 | 720 | < th | dose dependent | rect. | 15 | 6 |
343 | 211.99 | atmosphere | 1005 | 720 | > th | dose dependent | rect. | 19 | 1 |
357 | 212.18 | temperature | 30 | 720 | < th | dose independent | rect. | 15 | 16 |
361 | 212.21 | radiation | 10 | 1440 | < th | dose independent | rect. | 16 | 14 |
373 | 212.35 | radiation | 10 | 1440 | < th | dose independent | rect. | 16 | 3 |
378 | 212.37 | radiation | 10 | 1440 | < th | dose independent | rect. | 16 | 12 |
380 | 212.38 | radiation | 10 | 1440 | < th | dose independent | rect. | 16 | 8 |
407 | 212.46 | wind | 5 | 43200 | > th | dose dependent | rect. | 8 | 2 |
417 | 212.52 | humidity | 50 | 720 | > th | dose dependent | rect. | 18 | 6 |
431 | 212.58 | temperature | 25 | 720 | > th | dose dependent | sin | 13 | NA |
439 | 212.65 | atmosphere | 995 | 720 | > th | dose dependent | rect. | 13 | 9 |
447 | 212.78 | radiation | 10 | 1440 | > th | dose independent | rect. | 16 | 2 |
466 | 212.82 | wind | 7 | 43200 | > th | dose independent | rect. | 20 | 7 |
467 | 212.82 | wind | 7 | 43200 | < th | dose independent | rect. | 20 | 7 |
474 | 212.83 | temperature | 15 | 720 | > th | dose dependent | rect. | 10 | 12 |
475 | 212.84 | atmosphere | 995 | 30 | > th | dose dependent | rect. | 15 | 12 |
482 | 212.92 | wind | 7 | 43200 | > th | dose independent | rect. | 18 | 16 |
483 | 212.92 | wind | 7 | 43200 | < th | dose independent | rect. | 18 | 16 |
488 | 212.94 | temperature | 30 | 720 | < th | dose dependent | rect. | 17 | 6 |
495 | 212.97 | atmosphere | 995 | 720 | > th | dose dependent | rect. | 15 | 8 |
497 | 212.98 | wind | 7 | 43200 | > th | dose dependent | rect. | 19 | 15 |
526 | 213.09 | humidity | 60 | 720 | > th | dose dependent | rect. | 19 | 2 |
533 | 213.12 | temperature | 10 | 720 | > th | dose dependent | sin | 19 | NA |
534 | 213.12 | atmosphere | 995 | 720 | > th | dose dependent | rect. | 15 | 1 |
548 | 213.17 | wind | 9 | 43200 | > th | dose dependent | rect. | 21 | 3 |
549 | 213.17 | wind | 7 | 43200 | > th | dose dependent | rect. | 20 | 6 |
563 | 213.24 | radiation | 40 | 1440 | < th | dose dependent | rect. | 16 | 1 |
577 | 213.30 | atmosphere | 1005 | 720 | > th | dose dependent | rect. | 15 | 6 |
581 | 213.32 | radiation | 1 | 1440 | > th | dose dependent | rect. | 16 | 13 |
583 | 213.33 | radiation | 1 | 1440 | > th | dose dependent | rect. | 16 | 3 |
598 | 213.35 | temperature | 10 | 720 | > th | dose dependent | rect. | 8 | 14 |
599 | 213.36 | radiation | 1 | 1440 | > th | dose dependent | rect. | 16 | 1 |
604 | 213.37 | atmosphere | 995 | 30 | > th | dose dependent | rect. | 13 | 14 |
636 | 213.51 | wind | 7 | 43200 | > th | dose dependent | sin | 10 | NA |
650 | 213.55 | radiation | 40 | 1440 | < th | dose dependent | rect. | 16 | 3 |
657 | 213.57 | atmosphere | 1000 | 30 | > th | dose dependent | rect. | 19 | 8 |
658 | 213.57 | radiation | 40 | 1440 | < th | dose dependent | rect. | 16 | 12 |
665 | 213.60 | radiation | 40 | 1440 | < th | dose dependent | rect. | 16 | 6 |
670 | 213.62 | radiation | 40 | 1440 | < th | dose dependent | rect. | 16 | 10 |
768 | 213.89 | wind | 9 | 43200 | < th | dose independent | rect. | 16 | 19 |
776 | 213.92 | temperature | 30 | 720 | < th | dose independent | rect. | 15 | 9 |
793 | 213.96 | temperature | 30 | 14400 | > th | dose dependent | rect. | 17 | 2 |
811 | 213.97 | temperature | 10 | 90 | > th | dose dependent | rect. | 17 | 12 |
813 | 213.98 | wind | 7 | 43200 | < th | dose independent | sin | 10 | NA |
828 | 214.02 | wind | 7 | 43200 | > th | dose independent | sin | 10 | NA |
862 | 214.05 | atmosphere | 1015 | 270 | < th | dose dependent | sin | 15 | NA |
924 | 214.16 | wind | 7 | 43200 | > th | dose independent | rect. | 23 | 1 |
978 | 214.31 | wind | 7 | 43200 | < th | dose independent | rect. | 23 | 1 |